This vignette is to recreate an analysis on Pixar ratings that can be found here.
library(pixarfilms)
library(dplyr)
#>
#> Attaching package: 'dplyr'
#> The following objects are masked from 'package:stats':
#>
#> filter, lag
#> The following objects are masked from 'package:base':
#>
#> intersect, setdiff, setequal, union
library(ggplot2)
library(lubridate)
#>
#> Attaching package: 'lubridate'
#> The following objects are masked from 'package:base':
#>
#> date, intersect, setdiff, union
library(patchwork)pixar_films %>%
left_join(public_response) %>%
left_join(academy) # %>%
#> Joining with `by = join_by(film)`
#> Joining with `by = join_by(film)`
#> # A tibble: 88 × 15
#> number film release_date run_time film_rating plot rotten_tomatoes_score
#> <int> <chr> <date> <dbl> <chr> <chr> <dbl>
#> 1 1 Toy Sto… 1995-11-22 81 G "A c… 100
#> 2 1 Toy Sto… 1995-11-22 81 G "A c… 100
#> 3 1 Toy Sto… 1995-11-22 81 G "A c… 100
#> 4 1 Toy Sto… 1995-11-22 81 G "A c… 100
#> 5 1 Toy Sto… 1995-11-22 81 G "A c… 100
#> 6 1 Toy Sto… 1995-11-22 81 G "A c… 100
#> 7 2 A Bug's… 1998-11-25 95 G "A m… 92
#> 8 2 A Bug's… 1998-11-25 95 G "A m… 92
#> 9 2 A Bug's… 1998-11-25 95 G "A m… 92
#> 10 3 Toy Sto… 1999-11-24 92 G "Whe… 100
#> # ℹ 78 more rows
#> # ℹ 8 more variables: rotten_tomatoes_counts <dbl>, metacritic_score <dbl>,
#> # metacritic_counts <dbl>, cinema_score <chr>, imdb_score <dbl>,
#> # imdb_counts <dbl>, award_type <chr>, status <chr>
# mutate(year = year(release_date)
# # best = case_when(
#
# )) %>%
# ggplot(aes(x = ))sessionInfo()
#> R version 4.4.2 (2024-10-31)
#> Platform: x86_64-pc-linux-gnu
#> Running under: Ubuntu 24.04.1 LTS
#>
#> Matrix products: default
#> BLAS: /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3
#> LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.26.so; LAPACK version 3.12.0
#>
#> locale:
#> [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C
#> [3] LC_TIME=en_US.UTF-8 LC_COLLATE=C
#> [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
#> [7] LC_PAPER=en_US.UTF-8 LC_NAME=C
#> [9] LC_ADDRESS=C LC_TELEPHONE=C
#> [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
#>
#> time zone: Etc/UTC
#> tzcode source: system (glibc)
#>
#> attached base packages:
#> [1] stats graphics grDevices utils datasets methods base
#>
#> other attached packages:
#> [1] patchwork_1.3.0 lubridate_1.9.3 ggplot2_3.5.1 dplyr_1.1.4
#> [5] pixarfilms_0.2.1 rmarkdown_2.29
#>
#> loaded via a namespace (and not attached):
#> [1] gtable_0.3.6 jsonlite_1.8.9 compiler_4.4.2 tidyselect_1.2.1
#> [5] jquerylib_0.1.4 scales_1.3.0 yaml_2.3.10 fastmap_1.2.0
#> [9] R6_2.5.1 generics_0.1.3 knitr_1.49 tibble_3.2.1
#> [13] maketools_1.3.1 munsell_0.5.1 bslib_0.8.0 pillar_1.9.0
#> [17] rlang_1.1.4 utf8_1.2.4 cachem_1.1.0 xfun_0.49
#> [21] sass_0.4.9 sys_3.4.3 timechange_0.3.0 cli_3.6.3
#> [25] withr_3.0.2 magrittr_2.0.3 digest_0.6.37 grid_4.4.2
#> [29] lifecycle_1.0.4 vctrs_0.6.5 evaluate_1.0.1 glue_1.8.0
#> [33] farver_2.1.2 buildtools_1.0.0 fansi_1.0.6 colorspace_2.1-1
#> [37] tools_4.4.2 pkgconfig_2.0.3 htmltools_0.5.8.1